59 citations · 59 across the 2 of their papers we have counts for
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stat.AP2020
A semi-supervised learning framework for quantitative structure-activity regression modelling
Oliver P Watson, Isidro Cortes-Ciriano, James A Watson
Supervised learning models, also known as quantitative structure-activity regression (QSAR) models, are increasingly used in assisting the process of preclinical, small molecule dr…
stat.AP2018
A decision theoretic approach to model evaluation in computational drug discovery
Oliver Watson, Isidro Cortes-Ciriano, Aimee Taylor +1
Artificial intelligence, trained via machine learning or computational statistics algorithms, holds much promise for the improvement of small molecule drug discovery. However, stru…